Stripe

Analyzing first-party fraud trends: Account, free trial, and refund abuse

Detecting and preventing first-party fraud at scale across a payment network where legitimate users abuse policies through multiple accounts, free trial cycling, and refund exploitation.

ml-systems security
4 min
Stripe

How Stripe Radar helps prevent free trial abuse

Detecting and preventing fraudulent behavior in free trial signups, such as repeated trial abuse and missed cancellations, at scale with high accuracy.

ml-systems api-design
4 min
Stripe

Three of the biggest fraud trends from MRC Vegas 2026

Detecting and preventing sophisticated fraud attacks while minimizing friction for legitimate users in payment systems.

api-design security
4 min